R Observatory: Metrics for regRSM version 0.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

regRSM

0.5Package record

Random Subspace Method (RSM) for Linear Regression

0packages depend

1.6Kdownloads / year

–test coverage

7/13flavors OK

Overview

About

Maintained by Pawel TeisseyreCRAN page ↗Website ↗

Performs Random Subspace Method (RSM) for high-dimensional linear regression to obtain variable importance measures. The final model is chosen based on validation set or Generalized Information Criterion.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)

install.packages("regRSM", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-regrsm

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-regRSM

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

4ERROR2NOTE7OK

Check messages

ERRORpackage dependenciesr-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-release-macos-arm64, r-release-macos-x86_64

Package required but not available: ‘Rmpi’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Pawel Teisseyre <teisseyrep@ipipan.waw.pl>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Pawel",
                      family = "Teisseyre",
                      role = c("aut", "cre"),
                      email = "teisseyrep@ipipan.waw.pl"),
               person(given = c("Robert", "A."),
                      family = "Klopotek",
                      role = "aut"))
as necessary.

CRAN check page ↗

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Status changes

ERROR7 OK, 2 NOTE, 4 ERRORNow
ERROR7 OK, 2 NOTE, 5 ERROR2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.5

READMENoVignettesNoNEWSNoCitation fileNoWebsiteYes

Help pages: 8
Examples that run: 100%8 run in a plain check
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: 75%
Help pages citing references: 13%

How these are measured

Downloads

1.6K

CRAN downloads in the past year

Rank #24,998 · ~4/day · ~134/mo

Releases R versions

Daily download trend is not available in this view yet.

18430 days

41090 days

1.6K1 year

Compare downloads with other packages →

Also on69 r2u

How downloads are counted

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing regRSM adds 4 packages (1 with compiled code, 646 KB of source tarballs). Heaviest: iterators 293 KB, doParallel 160 KB, Rmpi 105 KB.

Depends (1)

R >= 3.0.0

Imports (4)

Rmpi doParallelparallelforeach

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (from the free-text Author field) (2)

Pawel Teisseyre

Robert A. Klopotek

Maintainer since 0.2 (2014)

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
0.5Latest
record
2015-09-11 · current release · diff ↗
R
R 3.2.0 released · 2015-04-16
0.4
record
2014-04-18 · diff ↗ ·
added 1 export
regRSM.formula
R
R 3.1.0 released · 2014-04-10
0.3
record
2014-02-19 · diff ↗

Show 2 earlier eventsHide 2 earlier events

0.2
record
2014-02-07
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2014-02-07
Total releases: 4 / 12 yrs
License: LGPL-2 | LGPL-3 | GPL-2 | GPL-3 OSI · relicensed from LGPL (>= 2) in 0.3
Minimum R: ≥ 3.0.0
Download size: 13 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("regRSM")

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for regRSM version 0.5 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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